PyPI Stats
HDI-project

atm

Auto Tune Models - A multi-tenant, multi-data system for automated machine learning (model selection and tuning).
PyPI GitHub
Downloads
Day
69
Week
147
Month
443
Stars
528
Forks
140
Issues
20
Version
0.2.2

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
20
Popularity
59
Adoption
26
Community
40
How the maintenance status was determined
Last commit
2266 days ago
Monthly downloads
443
Active
Activity within 30 days
Stable
Activity within 31-180 days
• Minimal
Activity within 181-365 days, or no activity data
At Risk
No activity for > 365 days, but > 10,000 monthly downloads
Archived
Repository flagged as archived on GitHub
How the popularity category was determined
Monthly downloads
443
Stars
528
Stars per 1k downloads
1191.87
Industry Standard
> 10,000,000 monthly downloads
Hidden Gem
< 0.5 stars per 1k downloads and > 100,000 monthly downloads
Community Favorite
> 5 stars per 1k downloads
Rising Star
Balanced ratio of stars to downloads
• Unknown
Fewer than 1,000 monthly downloads, or no star data
Needs at least 1,000 monthly downloads to classify popularity.
How download momentum is calculated
Week daily avg
21
Month daily avg
15
Momentum
—
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Momentum not reported for packages with < 5,000 monthly downloads — percentages are noisy at low volume.
Python version support tiers
requires_python
Not specified
Cutting Edge
Minimum supported version is 3.12 or newer
Modern
Minimum supported version is 3.9, 3.10, or 3.11
Legacy
Supports 3.8 or older (or Python 2)
• Unknown
No requires_python specified or unparseable
Package does not declare a minimum Python version.
License categories
License
MIT license
• Permissive
MIT, Apache, BSD, ISC, Unlicense, CC0, etc.
Copyleft
GPL, LGPL, AGPL, MPL, EPL, etc.
Proprietary
Commercial, all rights reserved, custom EULAs
Unknown
No license specified, or none of the above match
How the release cadence was determined
Last release
2472 days ago
Total releases
7
Releases/year
0.9
Rapid
Last release within 365 days and > 12 releases/year
Regular
Last release within 365 days
Slow
Last release 366-730 days ago
• Stalled
Last release > 730 days ago, or no releases
Unknown
No usable release date available
How contributor risk was determined
Contributors
13
Monthly downloads
443
High Load
≤ 2 contributors and ≥ 50,000 monthly downloads
Moderate Load
< 10 contributors and ≥ 500,000 monthly downloads
Low Load
< 25 contributors and ≥ 5,000,000 monthly downloads, or sole maintainer with ≥ 10,000 monthly downloads
• Balanced
Enough contributors for the package's popularity
Unknown
No contributor data available
Engagement
45
 
Issue Burden
37.9
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
9.3%
contrib / forks
Stale Release
206d
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

No OS data available

Python Versions

No Python version data available

Top Countries

1. CA CA
1
2. FR FR
1

Dependencies

19
27 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
MIT license
First Release
April 20, 2018
Last Release
6 years ago
Last Commit
6 years ago
Latest Version
0.2.2
Total Releases
7
Contributors
13
Open PRs
0
Archived
No
Author
MIT Data To AI Lab
Python Versions
2 2.7 3 3.5 3.6
Wheels
py2 py3
Keywords
machine learning hyperparameters tuning classification
Topics
machine-learning data-science hyperparameter-optimization distributed-computing automl
Tracking Since
January 14, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links